Robustness check
| (1) | (2) | (3) | (4) | (5) | (5) | |
|---|---|---|---|---|---|---|
| Variables | Restate | Ln(Audit fee) | Restate | Ln(Audit fee) | Restate | Ln(Audit fee) |
| Total delay | −0.052* | 0.108*** | −0.048* | 0.046* | −0.058** | 0.056* |
| [−1.66] | [2.71] | [−1.82] | [1.73] | [−2.21] | [1.78] | |
| Controls | YES | YES | YES | YES | YES | YES |
| Firm FE | YES | YES | YES | YES | YES | YES |
| Year FE | YES | YES | YES | YES | YES | YES |
| Auditors’ location FE | NO | NO | YES | YES | NO | NO |
| City pairs | NO | NO | NO | NO | YES | YES |
| Observations | 25,124 | 25,124 | 24,966 | 24,966 | 24,915 | 24,915 |
| Adjusted R2 | 0.265 | 0.929 | 0.413 | 0.938 | 0.381 | 0.932 |
| (1) | (2) | (3) | (4) | (5) | (5) | |
|---|---|---|---|---|---|---|
| Variables | Restate | Ln(Audit fee) | Restate | Ln(Audit fee) | Restate | Ln(Audit fee) |
| Total delay | −0.052* | 0.108*** | −0.048* | 0.046* | −0.058** | 0.056* |
| [−1.66] | [2.71] | [−1.82] | [1.73] | [−2.21] | [1.78] | |
| Controls | YES | YES | YES | YES | YES | YES |
| Firm FE | YES | YES | YES | YES | YES | YES |
| Year FE | YES | YES | YES | YES | YES | YES |
| Auditors’ location FE | NO | NO | YES | YES | NO | NO |
| City pairs | NO | NO | NO | NO | YES | YES |
| Observations | 25,124 | 25,124 | 24,966 | 24,966 | 24,915 | 24,915 |
| Adjusted | 0.265 | 0.929 | 0.413 | 0.938 | 0.381 | 0.932 |
Note(s): This table shows multiple regression results for the relationship between flight delay and audit effort. Column (1) and (2) add firm-fixed effects. We control for the auditors’ location in the next two columns. For the last two columns, we further control the city pairs between firms’ location and auditors’ location. We add control variables, which are described in Appendix, in columns (2) and (4). Standard errors are clustered by firm and t-statistics are shown in parentheses. Significance level: ***p < 0.01, **p < 0.05, *p < 0.1
Source(s): Table by authors
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